On the use of software metrics

Kumar, R (2014) On the use of software metrics. MTech thesis.



The objective of any System software having a specific version in the present day scenario is to survive in the market for a considerably longer duration. In order to enhance the usability of existing software, the user has to understand its full functionality. For this a friendly graphical visualization is mandatory for its reliability and efficiency factor. In Software industry, there are so many SV Tool but end users do not know how to use all functionality effectively. As a result, a visualization of different modules at class level should be illustrated in order to provide better comprehension for end users. For this any software should be pictorially visualized dynamically according to end user requirement such that user can easily understand and reduce complexity according to their requirement. In this thesis, it has been studied for visualizing the system complexity view of any Object -Oriented System to analyze which class is more complex and which class needs to be fragmented to reduce the redundancy. Software Metrics value has been calculated using several Java plugin and Software metrics are used as input to design a classifier using different Statistical technique to predict class as faulty and non faulty module.

Item Type:Thesis (MTech)
Uncontrolled Keywords:Software Visualization, System complexity, Software metrics, MooseFinder, K-Mean, Logistic.
Subjects:Engineering and Technology > Computer and Information Science
Divisions: Engineering and Technology > Department of Computer Science
ID Code:6240
Deposited By:Hemanta Biswal
Deposited On:08 Sep 2014 11:28
Last Modified:08 Sep 2014 11:28
Supervisor(s):Sa, P K

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